Into the Wild: Transitioning from Recognizing Mood in Clinical Interactions to Personal Conversations for Individuals with Bipolar Disorder. - Katie Matton; Melvin G. McInnis; Emily Mower Provost (INTERSPEECH, 2019)

When to Intervene: Detecting Abnormal Mood using Everyday Smartphone Conversations. - John Gideon; Katie Matton; Steve Anderau; Melvin G. McInnis; Emily Mower Provost (CoRR, 2019)

Quantifying the Effects of COVID-19 on Mental Health Support Forums. - Laura Biester; Katie Matton; Janarthanan Rajendran; Emily Mower Provost; Rada Mihalcea (NLP4COVID@EMNLP, 2020)

Understanding the Impact of COVID-19 on Online Mental Health Forums. - Laura Biester; Katie Matton; Janarthanan Rajendran; Emily Mower Provost; Rada Mihalcea (ACM Trans. Manag. Inf. Syst., 2021)

Contrastive Learning of Electrodermal Activity Representations for Stress Detection. - Katie Matton; Robert Lewis; John V. Guttag; Rosalind W. Picard (CHIL, 2023)

MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering. - Robert Osazuwa Ness; Katie Matton; Hayden S. Helm; Sheng Zhang 012; Junaid Bajwa; Carey E. Priebe; Eric Horvitz (CoRR, 2024)

Walk the Talk? Measuring the Faithfulness of Large Language Model Explanations. - Katie Matton; Robert Osazuwa Ness; John V. Guttag; Emre Kiciman (ICLR, 2025)